Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9731186 0.8986068 0.6188788
bt 0.9543939 0.8308526 0.4931345
maxnet 0.9233448 0.7082043 NA
gam 0.9390926 0.8003691 0.3680248
glm 0.9236128 0.7013575 0.3636580

Variable Importance

Partial Dependence